Endless Memory Gym: Benchmarking the Limits of Memory Capabilities in Reinforcement Learning Agents

Endless Memory Gym environments rigorously test the memory effectiveness of reinforcement learning agents, revealing that a recurrent GRU agent consistently outperforms a transformer-based Transformer-XL agent across various tasks.